{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "20055899",
   "metadata": {
    "id": "20055899"
   },
   "source": [
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/pinecone-io/examples/blob/master/docs/quick-tour/simple-classifier.ipynb) [![Open nbviewer](https://raw.githubusercontent.com/pinecone-io/examples/master/assets/nbviewer-shield.svg)](https://nbviewer.org/github/pinecone-io/examples/blob/master/docs/quick-tour/simple-classifier.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bored-entity",
   "metadata": {
    "id": "bored-entity",
    "papermill": {
     "duration": 0.047114,
     "end_time": "2021-04-16T15:13:28.913630",
     "exception": false,
     "start_time": "2021-04-16T15:13:28.866516",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Building a Simple Classifier with Pinecone\n",
    "\n",
    "It is easy to build vector-based ML applications using Pinecone's simple workflow:\n",
    "\n",
    "1. Create a Pinecone [Index](https://docs.pinecone.io/guides/indexes/understanding-indexes). Once it is created, you will have a production-ready vector database service. (Yes, it's that simple!)\n",
    "\n",
    "1. Connect to the index. You can then start inserting vectors and getting query results.\n",
    "\n",
    "\n",
    "In this example, we show you how you can build a simple nearest neighbor classifier. We will sample data from two multivariate normal distributions with different means and equal variance. We will then classify which multivariate normal distribution an unknown vector belongs to by the majority vote of the nearest neighbors’ class labels."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "middle-communications",
   "metadata": {
    "id": "middle-communications",
    "papermill": {
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     "start_time": "2021-04-16T15:13:28.940368",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Prerequisites"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "advised-updating",
   "metadata": {
    "id": "advised-updating",
    "papermill": {
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     "exception": false,
     "start_time": "2021-04-16T15:13:28.994230",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Install dependencies."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "amber-expert",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "amber-expert",
    "outputId": "36951bf0-fd3c-45f3-a451-e66a61dd2b70",
    "papermill": {
     "duration": 26.262489,
     "end_time": "2021-04-16T15:13:55.311631",
     "exception": false,
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "!pip install -qU \\\n",
    "    matplotlib==3.10.1 \\\n",
    "    pandas==2.2.3 \\\n",
    "    pinecone==6.0.2 \\\n",
    "    seaborn==0.13.2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "global-cigarette",
   "metadata": {
    "id": "global-cigarette",
    "papermill": {
     "duration": 0.024526,
     "end_time": "2021-04-16T15:13:56.417709",
     "exception": false,
     "start_time": "2021-04-16T15:13:56.393183",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "## Generate data from multivariate normal distributions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "brave-burst",
   "metadata": {
    "id": "brave-burst",
    "papermill": {
     "duration": 0.084503,
     "end_time": "2021-04-16T15:13:56.527637",
     "exception": false,
     "start_time": "2021-04-16T15:13:56.443134",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "random_state = 321\n",
    "np.random.seed(random_state)\n",
    "\n",
    "sample_size = 50000\n",
    "dim = 10\n",
    "A_mean = 0.0\n",
    "B_mean = 2.0\n",
    "\n",
    "# Create multivariate normal samples\n",
    "A_vectors = A_mean + np.random.randn(sample_size, dim)\n",
    "B_vectors = B_mean + np.random.randn(sample_size, dim)\n",
    "\n",
    "# Query data generated from A distribution\n",
    "query_size = 20\n",
    "A_queries = A_mean + np.random.randn(query_size, dim)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fleet-jackson",
   "metadata": {
    "id": "fleet-jackson",
    "papermill": {
     "duration": 0.024164,
     "end_time": "2021-04-16T15:13:56.578533",
     "exception": false,
     "start_time": "2021-04-16T15:13:56.554369",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "Compare the first 2 dimensions of the multivariate normals in a scatterplot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "negative-window",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 407
    },
    "id": "negative-window",
    "outputId": "0601b52a-c4e3-41f6-9e09-32cd612adc70",
    "papermill": {
     "duration": 2.285819,
     "end_time": "2021-04-16T15:13:58.888824",
     "exception": false,
     "start_time": "2021-04-16T15:13:56.603005",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "\n",
    "# Let's use our own colors to make things pretty.\n",
    "pink = (206 / 255, 0 / 255, 65 / 255)\n",
    "blue = (0 / 255, 0 / 255, 163 / 255)\n",
    "green = (24 / 255, 187 / 255, 169 / 255)\n",
    "\n",
    "plot_df = pd.concat(\n",
    "    [\n",
    "        pd.DataFrame(dict(D1=A_vectors[:, 0], D2=A_vectors[:, 1], cluster=\"A\")),\n",
    "        pd.DataFrame(dict(D1=B_vectors[:, 0], D2=B_vectors[:, 1], cluster=\"B\")),\n",
    "        pd.DataFrame(dict(D1=A_queries[:, 0], D2=A_queries[:, 1], cluster=\"Queries\")),\n",
    "    ]\n",
    ")\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 4))\n",
    "ax.tick_params(labelsize=10)\n",
    "ax.xaxis.label.set_size(12)\n",
    "ax.yaxis.label.set_size(12)\n",
    "sns.scatterplot(\n",
    "    data=plot_df,\n",
    "    x=\"D1\",\n",
    "    y=\"D2\",\n",
    "    hue=\"cluster\",\n",
    "    palette=[green, pink, blue],\n",
    "    s=10,\n",
    "    ax=ax,\n",
    ")\n",
    "ax.legend(\n",
    "    title=\"cluster\", loc=\"upper left\", borderpad=0.2, fancybox=False, framealpha=0.5\n",
    ")\n",
    "plt.tight_layout()\n",
    "plt.box(on=None)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "prepared-clarity",
   "metadata": {
    "id": "prepared-clarity",
    "papermill": {
     "duration": 0.028795,
     "end_time": "2021-04-16T15:13:58.947963",
     "exception": false,
     "start_time": "2021-04-16T15:13:58.919168",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Build a classifier using Pinecone"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f76f8d4",
   "metadata": {},
   "source": [
    "## Creating an Index\n",
    "\n",
    "Now the data is ready, we can set up our index to store it.\n",
    "\n",
    "We begin by initializing our Pinecone client. To do this we need a [free API key](https://app.pinecone.io)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "574cf8c0-84d2-4b1d-801d-5a1d2a389d48",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from pinecone import Pinecone\n",
    "\n",
    "# Get API key at app.pinecone.io\n",
    "api_key = os.environ.get(\"PINECONE_API_KEY\") or \"PINECONE_API_KEY\"\n",
    "\n",
    "# Instantiate the client index\n",
    "pc = Pinecone(api_key=api_key)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "valid-following",
   "metadata": {
    "id": "valid-following",
    "papermill": {
     "duration": 0.029149,
     "end_time": "2021-04-16T15:13:59.075494",
     "exception": false,
     "start_time": "2021-04-16T15:13:59.046345",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "We will using the Euclidean distance as the measure of similarity in this example. We also support `dotproduct` and `cosine` similarity metrics. Refer to the [documentation](https://docs.pinecone.io/guides/indexes/understanding-indexes#similarity-metrics) for all of the supported metrics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "younger-blame",
   "metadata": {
    "id": "younger-blame",
    "papermill": {
     "duration": 0.036746,
     "end_time": "2021-04-16T15:13:59.016025",
     "exception": false,
     "start_time": "2021-04-16T15:13:58.979279",
     "status": "completed"
    },
    "tags": [
     "parameters"
    ]
   },
   "outputs": [],
   "source": [
    "index_name = \"simple-knn-classifier\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "26619acc-26f0-4274-89e3-a6c36f093bc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Delete the demo index if it already exists\n",
    "if pc.has_index(name=index_name):\n",
    "    pc.delete_index(name=index_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "abandoned-highlight",
   "metadata": {
    "id": "abandoned-highlight",
    "papermill": {
     "duration": 11.365139,
     "end_time": "2021-04-16T15:14:10.471549",
     "exception": false,
     "start_time": "2021-04-16T15:13:59.106410",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"name\": \"simple-knn-classifier\",\n",
       "    \"metric\": \"euclidean\",\n",
       "    \"host\": \"simple-knn-classifier-dojoi3u.svc.aped-4627-b74a.pinecone.io\",\n",
       "    \"spec\": {\n",
       "        \"serverless\": {\n",
       "            \"cloud\": \"aws\",\n",
       "            \"region\": \"us-east-1\"\n",
       "        }\n",
       "    },\n",
       "    \"status\": {\n",
       "        \"ready\": true,\n",
       "        \"state\": \"Ready\"\n",
       "    },\n",
       "    \"vector_type\": \"dense\",\n",
       "    \"dimension\": 10,\n",
       "    \"deletion_protection\": \"disabled\",\n",
       "    \"tags\": null\n",
       "}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pinecone import ServerlessSpec, Metric, CloudProvider, AwsRegion\n",
    "\n",
    "# Create an index\n",
    "config = pc.create_index(\n",
    "    name=index_name,\n",
    "    dimension=dim,\n",
    "    metric=Metric.EUCLIDEAN,\n",
    "    spec=ServerlessSpec(cloud=CloudProvider.AWS, region=AwsRegion.US_EAST_1),\n",
    ")\n",
    "config"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47a09ea4-562c-4299-bb80-e9b63902e53d",
   "metadata": {},
   "source": [
    "## Working with the Index\n",
    "\n",
    "Data operations such as `upsert` and `query` are sent directly to the index host instead of `api.pinecone.io`, so we use a different client object object for these operations. By using the `.Index()` helper method to construct this client object, it will automatically inherit your API Key and any other configurations from the parent `Pinecone` instance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "assumed-macedonia",
   "metadata": {
    "id": "assumed-macedonia",
    "papermill": {
     "duration": 0.842044,
     "end_time": "2021-04-16T15:14:11.350206",
     "exception": false,
     "start_time": "2021-04-16T15:14:10.508162",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Instantiate the index client\n",
    "index = pc.Index(host=config.host)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "creative-charlotte",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 206
    },
    "id": "creative-charlotte",
    "outputId": "ddd3bff4-638f-4f12-8bc5-738510b5cfe1",
    "papermill": {
     "duration": 0.109671,
     "end_time": "2021-04-16T15:14:11.499348",
     "exception": false,
     "start_time": "2021-04-16T15:14:11.389677",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>vector</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>27490</th>\n",
       "      <td>A-27490</td>\n",
       "      <td>[-0.0738189388910569, 1.2172645455403326, 0.43...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81849</th>\n",
       "      <td>B-31849</td>\n",
       "      <td>[4.200122577274714, 2.2921594288727363, 2.3567...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98553</th>\n",
       "      <td>B-48553</td>\n",
       "      <td>[0.2684113917308826, 4.677519902925265, 1.7735...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96211</th>\n",
       "      <td>B-46211</td>\n",
       "      <td>[1.2046852878941696, 2.8184499827395535, 0.152...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72365</th>\n",
       "      <td>B-22365</td>\n",
       "      <td>[2.5511272846529094, 2.9778061355909404, 0.148...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            id                                             vector\n",
       "27490  A-27490  [-0.0738189388910569, 1.2172645455403326, 0.43...\n",
       "81849  B-31849  [4.200122577274714, 2.2921594288727363, 2.3567...\n",
       "98553  B-48553  [0.2684113917308826, 4.677519902925265, 1.7735...\n",
       "96211  B-46211  [1.2046852878941696, 2.8184499827395535, 0.152...\n",
       "72365  B-22365  [2.5511272846529094, 2.9778061355909404, 0.148..."
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a Pandas DataFrame for the data.\n",
    "items_df = pd.DataFrame()\n",
    "items_df[\"id\"] = [f\"A-{ii}\" for ii in range(len(A_vectors))] + [\n",
    "    f\"B-{ii}\" for ii in range(len(B_vectors))\n",
    "]\n",
    "items_df[\"vector\"] = [*A_vectors.tolist(), *B_vectors.tolist()]\n",
    "items_df.sample(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "north-finance",
   "metadata": {
    "id": "north-finance",
    "papermill": {
     "duration": 9.980548,
     "end_time": "2021-04-16T15:14:21.512818",
     "exception": false,
     "start_time": "2021-04-16T15:14:11.532270",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5c71405ee39c4feab5a8dfc77d0b03e4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Upserted vectors:   0%|          | 0/100000 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "{'upserted_count': 100000}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Upload the sample data formatted as (id, vector) tuples.\n",
    "index.upsert(\n",
    "    vectors=[(row.id, row.vector) for _, row in items_df.iterrows()],\n",
    "    batch_size=100,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "cardiovascular-yugoslavia",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "cardiovascular-yugoslavia",
    "outputId": "697c8500-86cd-43e2-a6df-d528714359fb",
    "papermill": {
     "duration": 0.161516,
     "end_time": "2021-04-16T15:14:21.729715",
     "exception": false,
     "start_time": "2021-04-16T15:14:21.568199",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'dimension': 10,\n",
       " 'index_fullness': 0.0,\n",
       " 'metric': 'euclidean',\n",
       " 'namespaces': {'': {'vector_count': 100000}},\n",
       " 'total_vector_count': 100000,\n",
       " 'vector_type': 'dense'}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# index info\n",
    "index.describe_index_stats()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "surprising-dutch",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "surprising-dutch",
    "outputId": "e2106702-eb3e-4ac3-b68f-4b12bc4d89c5",
    "papermill": {
     "duration": 0.210357,
     "end_time": "2021-04-16T15:14:21.993104",
     "exception": false,
     "start_time": "2021-04-16T15:14:21.782747",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Count nearest neighbors' class labels: A=10, B=0\n",
      "Count nearest neighbors' class labels: A=10, B=0\n"
     ]
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "# We expect most of a query's nearest neighbors are from the A distribution\n",
    "for query_vec in A_queries.tolist()[:2]:\n",
    "    result = index.query(vector=query_vec, top_k=10)\n",
    "    cc = Counter(match.id.split(\"-\")[0] for match in result.matches)\n",
    "    print(f\"Count nearest neighbors' class labels: A={cc['A']}, B={cc['B']}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "returning-chair",
   "metadata": {
    "id": "returning-chair",
    "papermill": {
     "duration": 0.049289,
     "end_time": "2021-04-16T15:14:22.097554",
     "exception": false,
     "start_time": "2021-04-16T15:14:22.048265",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "### Delete the index\n",
    "\n",
    "After we're done, we delete the index to save resources."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "spread-roots",
   "metadata": {
    "id": "spread-roots",
    "papermill": {
     "duration": 12.571533,
     "end_time": "2021-04-16T15:14:34.719693",
     "exception": false,
     "start_time": "2021-04-16T15:14:22.148160",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Delete the index\n",
    "pc.delete_index(name=index_name)"
   ]
  }
 ],
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  "kernelspec": {
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   "environment_variables": {},
   "exception": null,
   "input_path": "/notebooks/quick_tour/simple_classifier.ipynb",
   "output_path": "/notebooks/tmp/quick_tour/simple_classifier.ipynb",
   "parameters": {},
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